Parametric Analysis of Resource Management in HDFS

9 Pages Posted: 18 Sep 2020

See all articles by Mithun B N

Mithun B N

CHRIST(Deemed to be University)

Manjunath T. N.

BMS Institute of Technology and Management

Viswanatha K V

CMR University

Prabhuram B

affiliation not provided to SSRN

Date Written: August 6, 2020

Abstract

Data has become an integral part of human life in the modern world. As there is increase in volume and different varieties of data available, big data domain has become a powerful area. Big data uses more resources for the processing. This paper focuses on resources utilized in big data environment to perform the operations. It uses various resources like memory, files and network bandwidth. Hadoop framework handles data distributed over cluster.Main concentrationof this paper is on the usage of memory space or disk space. Experimentation is carried out through map reduce programs on different versions of Hadoop by changing some of the parameter values in the configuration files.

Suggested Citation

B N, Mithun and T. N., Manjunath and K V, Viswanatha and B, Prabhuram, Parametric Analysis of Resource Management in HDFS (August 6, 2020). Available at SSRN: https://ssrn.com/abstract=3668113 or http://dx.doi.org/10.2139/ssrn.3668113

Mithun B N (Contact Author)

CHRIST(Deemed to be University) ( email )

School of Engineering and Technology, Kanminike, M
Kumbalagudu Post,
Bengaluru, 560074
India

Manjunath T. N.

BMS Institute of Technology and Management ( email )

Bengaluru
India

Viswanatha K V

CMR University ( email )

Bangalore, Karnataka
India

Prabhuram B

affiliation not provided to SSRN

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